creating Mat with openCV in python

Question

I am used to java\'s implementation of OpenCV. I want to create a Mat structure, fill data into it, extract a submat and then apply so

Answer 1

For OpenCV 1.x :

You can use CreateMat to do that :

Creates a matrix header and allocates the matrix data.

Python: cv.CreateMat(rows, cols, type) → mat
    Parameters: 
        rows – Number of rows in the matrix
        cols – Number of columns in the matrix
        type – The type of the matrix elements in the form CV_<bit depth><S|U|F>C<number of channels> , where S=signed, U=unsigned, F=float. For example, CV _ 8UC1 means the elements are 8-bit unsigned and the there is 1 channel, and CV _ 32SC2 means the elements are 32-bit signed and there are 2 channels.

The function call is equivalent to the following code:

CvMat* mat = cvCreateMatHeader(rows, cols, type);
cvCreateData(mat);

For cv2 interface :

The new cv2 interface for Python integrates numpy arrays into the OpenCV framework, which makes operations much simpler as they are represented with simple multidimensional arrays. here's a starting example :

import numpy as np, cv
vis = np.zeros((384, 836), np.float32)
h,w = vis.shape
vis2 = cv.CreateMat(h, w, cv.CV_32FC3)
vis0 = cv.fromarray(vis)